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Llama 3 6B V0.1 by prince-canuma

 »  All LLMs  »  prince-canuma  »  Llama 3 6B V0.1   URL Share it on

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  Arxiv:2212.05055   Arxiv:2404.08634   6b   Autotrain compatible Base model:finetune:prince-can... Base model:prince-canuma/llama...   Dataset:huggingfacefw/fineweb Dataset:prince-canuma/fineweb-...   En   Endpoints compatible   Llama   Llama-3-6b   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/prince-canuma/Llama-3-6B-v0.1 

Llama 3 6B V0.1 Benchmarks

ARC: 48.21 vs 96.7 (so35)-50.1%
HellaSwag: 74.67 vs 95.3 (gpt4)-21.6%
MMLU: 61.84 vs 88.3 (so35)-30%
TruthfulQA: 43 vs 59 (gpt4)-27.1%
WinoGrande: 73.01 vs 87.5 (gpt4)-16.6%
GSM8K: 24.11 vs 96.4 (so35)-75%
LLME Score: 0.21788
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 6B V0.1 (prince-canuma/Llama-3-6B-v0.1)

Llama 3 6B V0.1 Parameters and Internals

Model Type 
Llama
Use Cases 
Areas:
Research, Commercial applications
Applications:
Coding assistant, RAG, Function Calling and more
Limitations:
Limited scope for coding and math, Language limitations (English-only)
Additional Notes 
This model is created using downcycling from a larger model to reduce parameter size while maintaining performance.
Training Details 
Data Sources:
prince-canuma/fineweb-CC-MAIN-2024-10-1B-en, HuggingFaceFW/fineweb
Data Volume:
1B tokens
Methodology:
downcycling
Context Length:
8192
Hardware Used:
4x RTX 6000 using JarvisLabs
Input Output 
Input Format:
text input
Accepted Modalities:
text
Output Format:
text output
LLM NameLlama 3 6B V0.1
Repository 🤗https://huggingface.co/prince-canuma/Llama-3-6B-v0.1 
Base Model(s)  Llama 3 6B V0   prince-canuma/Llama-3-6B-v0
Model Size6b
Required VRAM12.6 GB
Updated2025-02-05
Maintainerprince-canuma
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   2.6 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than prince-canuma/Llama-3-6B-v0.1.

Rank the Llama 3 6B V0.1 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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